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All publications by Anastasios Kyrillidis
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Stay on path: PCA along graph paths
Megasthenis Asteris, Anastasios Kyrillidis, Alex Dimakis, Han-gyol Yi and Bharath Chandrasekaran
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Sparse PCA via Bipartite Matchings
Megasthenis Asteris, Dimitris Papailiopoulos, Anastasios Kyrillidis and Alexandros G. Dimakis
Advances in Neural Information Processing Systems 28, 2015


A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions
Quoc T. Dinh, Anastasios Kyrillidis and Volkan Cevher
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Sparse projections onto the simplex
Anastasios Kyrillidis, Stephen Becker, Volkan Cevher and Christoph Koch
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013